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Gaussian Processes on Trees: From Spin Glasses to Branching Brownian Motion

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Gaussian Processes on Trees: From Spin Glasses to Branching Brownian Motion - Bovier, Anton
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Branching Brownian motion (BBM) is a classical object in probability theory with deep connections to partial differential equations. This book highlights the connection to classical extreme value theory and to the theory of mean-field spin glasses in statistical mechanics. Starting with a concise review of classical extreme value statistics and a basic introduction to mean-field spin glasses, the author then focuses on branching Brownian motion. Here, the classical results of Bramson on the asymptotics of solutions of the F ...

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Gaussian Processes on Trees: From Spin Glasses to Branching Brownian Motion 2016, Cambridge University Press, Cambridge

ISBN-13: 9781107160491

Hardcover